format: '1.1' variable: salt title: SALT Validation Statistics created: '2026-05-07 09:14:02' area: AMM7 experiment: ObsKd author: RT project: OceanICU institute: BB periods: - period: 2016-2023 is_all_period: true model: pyGETM analysed: '2026-05-07 09:14:02' datasets: WOA: rmse: 0.442604 bias: -0.045161 mae: 0.193994 correlation: 0.543604 n_points: 151275648 mean_model: 35.2094 mean_obs: 35.254559 std_model: 0.437332 std_obs: 0.480876 error_distribution: min: -32.842627 p05: -0.610714 p25: -0.121107 median: -0.005855 p75: 0.086797 p95: 0.30131 max: 16.420072 monthly: Jan: variable: Jan n_points: 12606304 rmse: 0.40659 bias: -0.03992 mae: 0.186346 correlation: 0.559664 mean_model: 35.226097 mean_obs: 35.26602 std_model: 0.433831 std_obs: 0.428445 min_diff: -30.6247 max_diff: 11.315442 p05_diff: -0.594269 p25_diff: -0.109733 p50_diff: -0.002834 p75_diff: 0.097597 p95_diff: 0.300813 Feb: variable: Feb n_points: 12606304 rmse: 0.426048 bias: -0.036458 mae: 0.186004 correlation: 0.541059 mean_model: 35.224239 mean_obs: 35.260696 std_model: 0.448436 std_obs: 0.437469 min_diff: -32.842627 max_diff: 12.628582 p05_diff: -0.577893 p25_diff: -0.106088 p50_diff: -0.001462 p75_diff: 0.101708 p95_diff: 0.300216 Mar: variable: Mar n_points: 12606304 rmse: 0.457638 bias: -0.040596 mae: 0.190773 correlation: 0.520451 mean_model: 35.219448 mean_obs: 35.260045 std_model: 0.463749 std_obs: 0.467135 min_diff: -30.510786 max_diff: 13.920553 p05_diff: -0.591916 p25_diff: -0.107664 p50_diff: -0.002159 p75_diff: 0.097543 p95_diff: 0.296697 Apr: variable: Apr n_points: 12606304 rmse: 0.473846 bias: -0.042063 mae: 0.198618 correlation: 0.529486 mean_model: 35.213787 mean_obs: 35.25585 std_model: 0.458509 std_obs: 0.510111 min_diff: -27.1615 max_diff: 15.326858 p05_diff: -0.604368 p25_diff: -0.11951 p50_diff: -0.005818 p75_diff: 0.091561 p95_diff: 0.305134 May: variable: May n_points: 12606304 rmse: 0.488235 bias: -0.041535 mae: 0.199534 correlation: 0.529466 mean_model: 35.207306 mean_obs: 35.248838 std_model: 0.44805 std_obs: 0.540832 min_diff: -28.008932 max_diff: 16.420072 p05_diff: -0.612937 p25_diff: -0.121906 p50_diff: -0.004803 p75_diff: 0.09152 p95_diff: 0.300675 Jun: variable: Jun n_points: 12606304 rmse: 0.488957 bias: -0.043687 mae: 0.203328 correlation: 0.536129 mean_model: 35.200554 mean_obs: 35.24424 std_model: 0.448665 std_obs: 0.546698 min_diff: -27.238784 max_diff: 15.799746 p05_diff: -0.626842 p25_diff: -0.126323 p50_diff: -0.006033 p75_diff: 0.089284 p95_diff: 0.301813 Jul: variable: Jul n_points: 12606304 rmse: 0.468462 bias: -0.044324 mae: 0.204979 correlation: 0.544041 mean_model: 35.199688 mean_obs: 35.244011 std_model: 0.434211 std_obs: 0.527358 min_diff: -27.425779 max_diff: 14.727147 p05_diff: -0.637159 p25_diff: -0.128908 p50_diff: -0.008009 p75_diff: 0.083776 p95_diff: 0.309114 Aug: variable: Aug n_points: 12606304 rmse: 0.453167 bias: -0.047515 mae: 0.199832 correlation: 0.548861 mean_model: 35.198734 mean_obs: 35.246249 std_model: 0.429711 std_obs: 0.508022 min_diff: -28.076692 max_diff: 14.766103 p05_diff: -0.623868 p25_diff: -0.131498 p50_diff: -0.009459 p75_diff: 0.07958 p95_diff: 0.30475 Sep: variable: Sep n_points: 12606304 rmse: 0.423452 bias: -0.051378 mae: 0.19413 correlation: 0.562898 mean_model: 35.200111 mean_obs: 35.25149 std_model: 0.422738 std_obs: 0.471601 min_diff: -25.014859 max_diff: 13.429098 p05_diff: -0.621943 p25_diff: -0.130707 p50_diff: -0.00902 p75_diff: 0.077029 p95_diff: 0.299909 Oct: variable: Oct n_points: 12606304 rmse: 0.411795 bias: -0.052314 mae: 0.19183 correlation: 0.563141 mean_model: 35.203476 mean_obs: 35.255789 std_model: 0.414926 std_obs: 0.455636 min_diff: -27.452195 max_diff: 11.726958 p05_diff: -0.621088 p25_diff: -0.128784 p50_diff: -0.010335 p75_diff: 0.073614 p95_diff: 0.300952 Nov: variable: Nov n_points: 12606304 rmse: 0.400744 bias: -0.049507 mae: 0.187506 correlation: 0.562442 mean_model: 35.20742 mean_obs: 35.256928 std_model: 0.418855 std_obs: 0.431041 min_diff: -29.411561 max_diff: 11.624031 p05_diff: -0.602358 p25_diff: -0.123822 p50_diff: -0.006439 p75_diff: 0.079789 p95_diff: 0.301864 Dec: variable: Dec n_points: 12606304 rmse: 0.397782 bias: -0.052635 mae: 0.185046 correlation: 0.562614 mean_model: 35.21191 mean_obs: 35.264546 std_model: 0.421805 std_obs: 0.421319 min_diff: -31.609907 max_diff: 10.723101 p05_diff: -0.60859 p25_diff: -0.121514 p50_diff: -0.00638 p75_diff: 0.075432 p95_diff: 0.296002